From 1d997a1128560a09704a0ce0383fc201d87a0a2f Mon Sep 17 00:00:00 2001
From: Yihong Wang <yh.wang@ibm.com>
Date: Mon, 17 Jul 2023 17:27:42 -0700
Subject: [PATCH] update dependencies

update tfjs-node to newer version

Signed-off-by: Yihong Wang <yh.wang@ibm.com>
---
 README.md                              |   32 +-
 examples/object-detection/flows.json   |  205 +++-
 examples/object-detection/package.json |   10 +-
 package-lock.json                      | 1561 ++++++++++++++++++++++--
 package.json                           |   14 +-
 src/index.ts                           |    2 +-
 6 files changed, 1658 insertions(+), 166 deletions(-)

diff --git a/README.md b/README.md
index 85a153a..d321f45 100644
--- a/README.md
+++ b/README.md
@@ -30,39 +30,11 @@ note that the latest `@tensorflow/tfjs-node` does not yet support the ARM64 or A
 Here are the instructions for installation:
 
 `@tensorflow/tfjs-node` on Jetson Nano and Raspberry Pi 4:
-- The version must to be equal or greater then 1.5.1 (up to 1.7.3)
 - Run the following command to install `tfjs-node`:
   ```
-  npm install @tensorflow/tfjs-node@1.x.y
+  npm install @tensorflow/tfjs-node@4.8.0
+  npm rebuild @tensorflow/tfjs-node --build-from-source
   ```
-  Please append the version you need. i.e @tensorflow/tfjs-node@1.5.1.
-  You will see an error message while downloading/installing/compiling the shared libraries
-  and node binding, but the JavaScript libraries are installed.
-- Find the `tfjs-node` package directory on your local system. Usually it would be under `node_modules/@tensorflow/tfjs-node`
-  from the directory you run the `npm install` command. Switch to this directory.
-  directory.
-  ```
-  cd node_modules/@tensorflow/tfjs-node
-  ```
-- For the Jetson Nano, you need to provide a file named `custom-binary.json` under the
-  `scripts` directory with the following contents:
-  ```
-  {
-    "tf-lib": "https://s3.us.cloud-object-storage.appdomain.cloud/tfjs-cos/libtensorflow-gpu-linux-arm64-1.15.0.tar.gz"
-  }
-  ```
-- For the Raspberry Pi 4, you need to provide a file named `custom-binary.json` under the
-  `scripts` directory with the following contents:
-  ```
-  {
-    "tf-lib": "https://s3.us.cloud-object-storage.appdomain.cloud/tfjs-cos/libtensorflow-cpu-linux-arm-1.15.0.tar.gz"
-  }
-  ```
-- Run the following command under the `node_module/@tensorflow/tfjs-node` directory:
-  ```
-  npm install
-  ```
-  This will download the pre-compiled TensorFlow shared library binary and build the node binding.
 
 ### Install this module:
 Once you have installed the peer dependency, you can install this module:
diff --git a/examples/object-detection/flows.json b/examples/object-detection/flows.json
index 6d96683..73bda9d 100644
--- a/examples/object-detection/flows.json
+++ b/examples/object-detection/flows.json
@@ -1 +1,204 @@
-[{"id":"e6ed8a49.34ead","type":"tab","label":"Example Flow","disabled":false,"info":""},{"id":"17135f9f.de2a4","type":"tls-config","z":"","name":"","cert":"","key":"","ca":"","certname":"","keyname":"","caname":"","servername":"","verifyservercert":false},{"id":"30a983c6.f15eac","type":"camera","z":"e6ed8a49.34ead","name":"Camera","x":90,"y":120,"wires":[["b7ab82ff.b1a338","990f49cc.99ebf8"]]},{"id":"be443e0d.18f9d","type":"jimp-image","z":"e6ed8a49.34ead","name":"load the image","data":"payload","dataType":"msg","ret":"buf","parameter1":"","parameter1Type":"msg","parameter2":"","parameter2Type":"msg","parameter3":"","parameter3Type":"msg","parameter4":"","parameter4Type":"msg","parameter5":"","parameter5Type":"msg","parameter6":"","parameter6Type":"msg","parameter7":"","parameter7Type":"msg","parameter8":"","parameter8Type":"msg","parameterCount":0,"jimpFunction":"none","selectedJimpFunction":{"name":"none","fn":"none","description":"Just loads the image.","parameters":[]},"x":340,"y":60,"wires":[["b7ab82ff.b1a338","990f49cc.99ebf8"]]},{"id":"abda13e6.303bb8","type":"inject","z":"e6ed8a49.34ead","name":"Inject","topic":"","payload":"https://raw.githubusercontent.com/tensorflow/tfjs-models/master/coco-ssd/demo/image1.jpg","payloadType":"str","repeat":"","crontab":"","once":false,"onceDelay":0.1,"x":90,"y":80,"wires":[["be443e0d.18f9d"]]},{"id":"b7ab82ff.b1a338","type":"image viewer","z":"e6ed8a49.34ead","name":"Original Image viewer","width":"320","data":"payload","dataType":"msg","x":680,"y":40,"wires":[[]]},{"id":"e0a513ae.0c3ff8","type":"image viewer","z":"e6ed8a49.34ead","name":"With bounding boxes","width":"320","data":"payload","dataType":"msg","x":680,"y":340,"wires":[[]]},{"id":"26d5c369.1e4fc4","type":"fileinject","z":"e6ed8a49.34ead","name":"select an image file","x":130,"y":40,"wires":[["be443e0d.18f9d"]]},{"id":"41a6b3d.e80f0cc","type":"bbox-image","z":"e6ed8a49.34ead","strokeWidth":"4","fontSize":"16","objectsProp":"payload","objectsPropType":"msg","imageProp":"image","imagePropType":"msg","name":"bounding-box","x":340,"y":360,"wires":[["e0a513ae.0c3ff8"]]},{"id":"dd280bb2.d6681","type":"post-object-detection","z":"e6ed8a49.34ead","classesURL":"https://s3.sjc.us.cloud-object-storage.appdomain.cloud/tfjs-cos/cocossd/classes.json","iou":"0.5","minScore":"0.5","name":"post-processing","x":120,"y":360,"wires":[["41a6b3d.e80f0cc"]]},{"id":"990f49cc.99ebf8","type":"tf-function","z":"e6ed8a49.34ead","name":"pre-processing","func":"const image = tf.tidy(() => {\n  return tf.node.decodeImage(msg.payload, 3).expandDims(0);\n});\n\nmsg.image = msg.payload;\nmsg.payload = { image_tensor: image }\nreturn msg;","outputs":1,"noerr":0,"x":120,"y":240,"wires":[["995f6de8.b48258"]]},{"id":"995f6de8.b48258","type":"tf-model","z":"e6ed8a49.34ead","modelURL":"https://storage.googleapis.com/tfjs-models/savedmodel/ssdlite_mobilenet_v2/model.json","outputNode":"","name":"COCO SSD lite","x":120,"y":300,"wires":[["dd280bb2.d6681"]]}]
\ No newline at end of file
+[
+    {
+        "id": "e6ed8a49.34ead",
+        "type": "tab",
+        "label": "Example Flow",
+        "disabled": false,
+        "info": ""
+    },
+    {
+        "id": "30a983c6.f15eac",
+        "type": "camera",
+        "z": "e6ed8a49.34ead",
+        "name": "Camera",
+        "x": 90,
+        "y": 120,
+        "wires": [
+            [
+                "b7ab82ff.b1a338",
+                "990f49cc.99ebf8",
+                "7e4a322ce12923b0"
+            ]
+        ]
+    },
+    {
+        "id": "abda13e6.303bb8",
+        "type": "inject",
+        "z": "e6ed8a49.34ead",
+        "name": "Inject",
+        "props": [
+            {
+                "p": "payload"
+            }
+        ],
+        "repeat": "",
+        "crontab": "",
+        "once": false,
+        "onceDelay": 0.1,
+        "topic": "",
+        "payload": "https://raw.githubusercontent.com/tensorflow/tfjs-models/master/coco-ssd/demo/image1.jpg",
+        "payloadType": "str",
+        "x": 90,
+        "y": 80,
+        "wires": [
+            [
+                "7e4a322ce12923b0"
+            ]
+        ]
+    },
+    {
+        "id": "b7ab82ff.b1a338",
+        "type": "image viewer",
+        "z": "e6ed8a49.34ead",
+        "name": "Original Image viewer",
+        "width": "320",
+        "data": "payload",
+        "dataType": "msg",
+        "active": true,
+        "x": 780,
+        "y": 40,
+        "wires": [
+            []
+        ]
+    },
+    {
+        "id": "e0a513ae.0c3ff8",
+        "type": "image viewer",
+        "z": "e6ed8a49.34ead",
+        "name": "With bounding boxes",
+        "width": "320",
+        "data": "payload",
+        "dataType": "msg",
+        "active": true,
+        "x": 1040,
+        "y": 560,
+        "wires": [
+            []
+        ]
+    },
+    {
+        "id": "26d5c369.1e4fc4",
+        "type": "fileinject",
+        "z": "e6ed8a49.34ead",
+        "name": "select an image file",
+        "x": 130,
+        "y": 40,
+        "wires": [
+            [
+                "7e4a322ce12923b0"
+            ]
+        ]
+    },
+    {
+        "id": "41a6b3d.e80f0cc",
+        "type": "bbox-image",
+        "z": "e6ed8a49.34ead",
+        "strokeWidth": "4",
+        "fontSize": "16",
+        "objectsProp": "payload",
+        "objectsPropType": "msg",
+        "imageProp": "image",
+        "imagePropType": "msg",
+        "name": "bounding-box",
+        "x": 580,
+        "y": 540,
+        "wires": [
+            [
+                "e0a513ae.0c3ff8"
+            ]
+        ]
+    },
+    {
+        "id": "dd280bb2.d6681",
+        "type": "post-object-detection",
+        "z": "e6ed8a49.34ead",
+        "classesURL": "https://s3.sjc.us.cloud-object-storage.appdomain.cloud/tfjs-cos/cocossd/classes.json",
+        "iou": "0.5",
+        "minScore": "0.5",
+        "name": "post-processing",
+        "x": 220,
+        "y": 500,
+        "wires": [
+            [
+                "41a6b3d.e80f0cc"
+            ]
+        ]
+    },
+    {
+        "id": "990f49cc.99ebf8",
+        "type": "tf-function",
+        "z": "e6ed8a49.34ead",
+        "name": "pre-processing",
+        "func": "const image = tf.tidy(() => {\n  return tf.node.decodeImage(msg.payload, 3).expandDims(0);\n});\n\nmsg.image = msg.payload;\nmsg.payload = { image_tensor: image }\nconsole.log(msg.payload);\nreturn msg;",
+        "outputs": 1,
+        "noerr": 2,
+        "initialize": "",
+        "finalize": "",
+        "libs": [],
+        "x": 120,
+        "y": 240,
+        "wires": [
+            [
+                "995f6de8.b48258"
+            ]
+        ]
+    },
+    {
+        "id": "995f6de8.b48258",
+        "type": "tf-model",
+        "z": "e6ed8a49.34ead",
+        "modelURL": "https://storage.googleapis.com/tfjs-models/savedmodel/ssdlite_mobilenet_v2/model.json",
+        "outputNode": "",
+        "name": "COCO SSD lite",
+        "x": 120,
+        "y": 300,
+        "wires": [
+            [
+                "dd280bb2.d6681"
+            ]
+        ]
+    },
+    {
+        "id": "7e4a322ce12923b0",
+        "type": "jimp-image",
+        "z": "e6ed8a49.34ead",
+        "name": "load image",
+        "data": "payload",
+        "dataType": "msg",
+        "ret": "buf",
+        "parameter1": "",
+        "parameter1Type": "msg",
+        "parameter2": "",
+        "parameter2Type": "msg",
+        "parameter3": "",
+        "parameter3Type": "msg",
+        "parameter4": "",
+        "parameter4Type": "msg",
+        "parameter5": "",
+        "parameter5Type": "msg",
+        "parameter6": "",
+        "parameter6Type": "msg",
+        "parameter7": "",
+        "parameter7Type": "msg",
+        "parameter8": "",
+        "parameter8Type": "msg",
+        "sendProperty": "payload",
+        "sendPropertyType": "msg",
+        "parameterCount": 0,
+        "jimpFunction": "none",
+        "selectedJimpFunction": {
+            "name": "none",
+            "fn": "none",
+            "description": "Just loads the image.",
+            "parameters": []
+        },
+        "x": 430,
+        "y": 120,
+        "wires": [
+            [
+                "b7ab82ff.b1a338",
+                "990f49cc.99ebf8"
+            ]
+        ]
+    }
+]
\ No newline at end of file
diff --git a/examples/object-detection/package.json b/examples/object-detection/package.json
index adda005..704f862 100644
--- a/examples/object-detection/package.json
+++ b/examples/object-detection/package.json
@@ -9,12 +9,12 @@
   "author": "",
   "license": "Apache-2.0",
   "dependencies": {
-    "@tensorflow/tfjs-node": "1.4.0",
-    "node-red": "^1.0.3",
+    "@tensorflow/tfjs-node": "^4.8.0",
+    "node-red": "^3.0.2",
     "node-red-contrib-browser-utils": "0.0.9",
     "node-red-contrib-image-tools": "^0.2.5",
-    "node-red-contrib-post-object-detection": "^0.1.6",
-    "node-red-contrib-tf-function": "^0.1.0",
-    "node-red-contrib-tf-model": "^0.1.10"
+    "node-red-contrib-post-object-detection": "^0.1.7",
+    "node-red-contrib-tf-function": "^0.1.1",
+    "node-red-contrib-tf-model": "^0.1.12"
   }
 }
diff --git a/package-lock.json b/package-lock.json
index 2bfe000..d7cc981 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,354 +1,1527 @@
 {
   "name": "node-red-contrib-tf-model",
-  "version": "0.1.11",
-  "lockfileVersion": 1,
+  "version": "0.1.12",
+  "lockfileVersion": 3,
   "requires": true,
-  "dependencies": {
-    "@babel/code-frame": {
+  "packages": {
+    "": {
+      "name": "node-red-contrib-tf-model",
+      "version": "0.1.12",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "i": "^0.3.7",
+        "node-fetch": "^3.3.1"
+      },
+      "devDependencies": {
+        "@types/node": "^18.15.3",
+        "@types/node-fetch": "^2.6.4",
+        "shelljs": "^0.8.5",
+        "tslint": "^5.20.1",
+        "typescript": "4.9.4"
+      },
+      "peerDependencies": {
+        "@tensorflow/tfjs-node": "^4.8.0"
+      }
+    },
+    "node_modules/@babel/code-frame": {
       "version": "7.5.5",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.5.5.tgz",
       "integrity": "sha512-27d4lZoomVyo51VegxI20xZPuSHusqbQag/ztrBC7wegWoQ1nLREPVSKSW8byhTlzTKyNE4ifaTA6lCp7JjpFw==",
       "dev": true,
-      "requires": {
+      "dependencies": {
         "@babel/highlight": "^7.0.0"
       }
     },
-    "@babel/highlight": {
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       "version": "7.5.0",
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       "dev": true,
-      "requires": {
+      "dependencies": {
         "chalk": "^2.0.0",
         "esutils": "^2.0.2",
         "js-tokens": "^4.0.0"
       }
     },
-    "@types/node": {
-      "version": "12.12.24",
-      "resolved": "https://registry.npmjs.org/@types/node/-/node-12.12.24.tgz",
-      "integrity": "sha512-1Ciqv9pqwVtW6FsIUKSZNB82E5Cu1I2bBTj1xuIHXLe/1zYLl3956Nbhg2MzSYHVfl9/rmanjbQIb7LibfCnug==",
-      "dev": true
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+        "nopt": "^5.0.0",
+        "npmlog": "^5.0.1",
+        "rimraf": "^3.0.2",
+        "semver": "^7.3.5",
+        "tar": "^6.1.11"
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+      "bin": {
+        "node-pre-gyp": "bin/node-pre-gyp"
+      }
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-      "requires": {
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       "integrity": "sha512-qOebF53frne81cf0S9B41ByenJ3/IuH8yJKngAX35CmiZySA0khhkovshKK+jGCaMnVomla7gVlIcc3EvKPbTQ==",
       "dev": true
     },
-    "tslint": {
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@@ -362,33 +1535,177 @@
         "semver": "^5.3.0",
         "tslib": "^1.8.0",
         "tsutils": "^2.29.0"
+      },
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       }
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-    "tsutils": {
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       "dev": true,
-      "requires": {
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+      },
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 }
diff --git a/package.json b/package.json
index 50649fd..5143e4b 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "node-red-contrib-tf-model",
-  "version": "0.1.11",
+  "version": "0.1.12",
   "description": "a custom Node-RED node to retrieve/execute a Tensorflow model",
   "main": "dist/index.js",
   "scripts": {
@@ -29,16 +29,16 @@
   },
   "homepage": "https://github.com/yhwang/node-red-contrib-tf-model#readme",
   "devDependencies": {
-    "@types/node": "^12.12.17",
-    "@types/node-fetch": "^2.5.4",
-    "shelljs": "^0.8.3",
+    "@types/node": "^18.15.3",
+    "@types/node-fetch": "^2.6.4",
+    "shelljs": "^0.8.5",
     "tslint": "^5.20.1",
-    "typescript": "3.5.3"
+    "typescript": "4.9.4"
   },
   "peerDependencies": {
-    "@tensorflow/tfjs-node": "^1.4.0"
+    "@tensorflow/tfjs-node": "^4.8.0"
   },
   "dependencies": {
-    "node-fetch": "^3.1.1"
+    "node-fetch": "^2.6.12"
   }
 }
diff --git a/src/index.ts b/src/index.ts
index ad85499..fc5ae0a 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -252,7 +252,7 @@ function downloadOrUpdateModelFiles(urlStr: string, cacheFirst = true)
 }
 
 // Module for a Node-Red custom node
-export = function tfModel(RED: NodeRed) {
+export = function init(RED: NodeRed) {
 
   class TFModel {
     // tslint:disable-next-line:no-any